Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers

Lukas Kuhn, Sari Sadiya, Jorg Schlotterer +3

Shortcut learning, i.e., a model's reliance on undesired features not directly relevant to the task, is a major challenge that severely limits the applications of machine learning…